Research Article

An Adaptive Time Filtered Backward Euler Method for Reduced-Order Models of Incompressible Flows

Volume: 36 Number: 4 December 1, 2023
EN

An Adaptive Time Filtered Backward Euler Method for Reduced-Order Models of Incompressible Flows

Abstract

This paper studies a reduced-order model based on proper orthogonal decomposition (POD) for the incompressible Navier-Stokes equations. The difficulties resulting from nonlinearity are eliminated using the variational multiscale (VMS) method. The time filter is added as a separate post-processing step to the standard VMS-POD approximation. This increases the accuracy and presents a better energy preserving scheme without adding additional computational complexity. The stability and error analyses of the method are provided, and results of the several numerical tests are presented to verify the efficiency of the method in this setting.

Keywords

References

  1. [1] Eroglu, F., Kaya, S., Rebholz, L., “POD-ROM for the Darcy-Brinkman equations with double-diffusive convection”, Journal of Numerical Mathematics, 27(3): 123–139, (2019).
  2. [1] Eroglu, F., Kaya, S., Rebholz, L., “POD-ROM for the Darcy-Brinkman equations with double-diffusive convection”, Journal of Numerical Mathematics, 27(3): 123–139, (2019).
  3. [2] Kunisch, K., Volkwein, S., “Galerkin proper orthogonal decomposition methods for parabolic problems”, Numerische Mathematik, 90: 117–148, (2001).
  4. [2] Kunisch, K., Volkwein, S., “Galerkin proper orthogonal decomposition methods for parabolic problems”, Numerische Mathematik, 90: 117–148, (2001).
  5. [3] San, O., Borggaard, J., “Principal interval decomposition framework for POD reduced-order modeling of convective Boussinesq flows”, International Journal for Numerical Methods in Fluids, 78(1): 37–62, (2015).
  6. [3] San, O., Borggaard, J., “Principal interval decomposition framework for POD reduced-order modeling of convective Boussinesq flows”, International Journal for Numerical Methods in Fluids, 78(1): 37–62, (2015).
  7. [4] Eroglu, F., Kaya, S., Rebholz, L., “A modular regularized variational multiscale proper orthogonal decomposition for incompressible flows”, Computer Methods in Applied Mechanics and Engineering, 325: 350–368, (2017).
  8. [4] Eroglu, F., Kaya, S., Rebholz, L., “A modular regularized variational multiscale proper orthogonal decomposition for incompressible flows”, Computer Methods in Applied Mechanics and Engineering, 325: 350–368, (2017).

Details

Primary Language

English

Subjects

Engineering

Journal Section

Research Article

Publication Date

December 1, 2023

Submission Date

April 9, 2021

Acceptance Date

September 16, 2022

Published in Issue

Year 2023 Volume: 36 Number: 4

APA
Güler Eroğlu, F. (2023). An Adaptive Time Filtered Backward Euler Method for Reduced-Order Models of Incompressible Flows. Gazi University Journal of Science, 36(4), 1658-1673. https://doi.org/10.35378/gujs.904961
AMA
1.Güler Eroğlu F. An Adaptive Time Filtered Backward Euler Method for Reduced-Order Models of Incompressible Flows. Gazi University Journal of Science. 2023;36(4):1658-1673. doi:10.35378/gujs.904961
Chicago
Güler Eroğlu, Fatma. 2023. “An Adaptive Time Filtered Backward Euler Method for Reduced-Order Models of Incompressible Flows”. Gazi University Journal of Science 36 (4): 1658-73. https://doi.org/10.35378/gujs.904961.
EndNote
Güler Eroğlu F (December 1, 2023) An Adaptive Time Filtered Backward Euler Method for Reduced-Order Models of Incompressible Flows. Gazi University Journal of Science 36 4 1658–1673.
IEEE
[1]F. Güler Eroğlu, “An Adaptive Time Filtered Backward Euler Method for Reduced-Order Models of Incompressible Flows”, Gazi University Journal of Science, vol. 36, no. 4, pp. 1658–1673, Dec. 2023, doi: 10.35378/gujs.904961.
ISNAD
Güler Eroğlu, Fatma. “An Adaptive Time Filtered Backward Euler Method for Reduced-Order Models of Incompressible Flows”. Gazi University Journal of Science 36/4 (December 1, 2023): 1658-1673. https://doi.org/10.35378/gujs.904961.
JAMA
1.Güler Eroğlu F. An Adaptive Time Filtered Backward Euler Method for Reduced-Order Models of Incompressible Flows. Gazi University Journal of Science. 2023;36:1658–1673.
MLA
Güler Eroğlu, Fatma. “An Adaptive Time Filtered Backward Euler Method for Reduced-Order Models of Incompressible Flows”. Gazi University Journal of Science, vol. 36, no. 4, Dec. 2023, pp. 1658-73, doi:10.35378/gujs.904961.
Vancouver
1.Fatma Güler Eroğlu. An Adaptive Time Filtered Backward Euler Method for Reduced-Order Models of Incompressible Flows. Gazi University Journal of Science. 2023 Dec. 1;36(4):1658-73. doi:10.35378/gujs.904961